Hannes Nilsson

Probabilistic Physics-Aware Machine Learning Predictions of Electric Truck Energy Consumption with Field Data

The results show that Bayesian linear regression based on this physics-aware model can improve the reliability of the expected energy consumption, as compared with standard linear regression, and it is shown that more complex machine learning models such as neural networks and gradient boosted regression trees can furt...